HSS8005
  • Module plan
  • Materials
  • Resources
  • Data
  • Assessment
  • Canvas
Week TW Date Topic Info Notes Lecture Labs Handouts
22 27 January Introduction
Module overview
Week 1 22 28 January Tools
R, RStudio, Markdown, Quarto, Git and other tools of the trade
Week 2 23 04 February Lines
Linear models and their limitations
Week 3 24 11 February Curves
Logistic regression and other generalised linear models
Week 4 25 18 February Paths
Graphical models and considerations for causal analysis
Week 5 26 25 February Interactions
Estimating, graphing and interpreting interaction effects
Week 6 27 03 March Temporalities
Panel, longitudinal and time-series analysis
Week 7 28 10 March Hierarchies
Hierarchical data structures and multilevel modelling
Week 8 29 17 March Designs
Simulation-based power analysis for study design
29 20 March Conclusions
Sum up, divide, and conquer